diff options
Diffstat (limited to 'test')
| -rw-r--r-- | test/numeric/test_regression_random_spikes.py | 27 | ||||
| -rw-r--r-- | test/test_distance.py | 33 | ||||
| -rw-r--r-- | test/test_save_load.py | 42 | ||||
| -rw-r--r-- | test/test_spikes.py | 19 | ||||
| -rw-r--r-- | test/time_series.txt | 80 | ||||
| -rw-r--r-- | test/time_series_spike_trains.txt | 80 |
6 files changed, 273 insertions, 8 deletions
diff --git a/test/numeric/test_regression_random_spikes.py b/test/numeric/test_regression_random_spikes.py index 6156bb4..73d39a6 100644 --- a/test/numeric/test_regression_random_spikes.py +++ b/test/numeric/test_regression_random_spikes.py @@ -35,7 +35,9 @@ def test_regression_random(): spike = spk.spike_distance_multi(spike_trains) spike_prof = spk.spike_profile_multi(spike_trains).avrg() - # spike_sync = spk.spike_sync_multi(spike_trains) + + spike_sync = spk.spike_sync_multi(spike_trains) + spike_sync_prof = spk.spike_sync_profile_multi(spike_trains).avrg() assert_almost_equal(isi, results_cSPIKY[i][0], decimal=14, err_msg="Index: %d, ISI" % i) @@ -47,6 +49,9 @@ def test_regression_random(): assert_almost_equal(spike_prof, results_cSPIKY[i][1], decimal=14, err_msg="Index: %d, SPIKE" % i) + assert_almost_equal(spike_sync, spike_sync_prof, decimal=14, + err_msg="Index: %d, SPIKE-Sync" % i) + def check_regression_dataset(spike_file="benchmark.mat", spikes_name="spikes", @@ -109,19 +114,25 @@ def check_single_spike_train_set(index): spike_train_data = spike_train_sets[index] spike_trains = [] + N = 0 for spikes in spike_train_data[0]: - print("Spikes:", spikes.flatten()) - spike_trains.append(spk.SpikeTrain(spikes.flatten(), 100.0)) + N += len(spikes.flatten()) + print("Spikes:", len(spikes.flatten())) + spikes_array = spikes.flatten() + if len(spikes_array > 0) and (spikes_array[-1] > 100.0): + spikes_array[-1] = 100.0 + spike_trains.append(spk.SpikeTrain(spikes_array, 100.0)) + print(spike_trains[-1].spikes) - print(spk.spike_distance_multi(spike_trains)) + print(N) - print(results_cSPIKY[index][1]) + print(spk.spike_sync_multi(spike_trains)) - print(spike_trains[1].spikes) + print(spk.spike_sync_profile_multi(spike_trains).integral()) if __name__ == "__main__": - test_regression_random() + # test_regression_random() # check_regression_dataset() - # check_single_spike_train_set(7633) + check_single_spike_train_set(4) diff --git a/test/test_distance.py b/test/test_distance.py index 083d8a3..fe09f34 100644 --- a/test/test_distance.py +++ b/test/test_distance.py @@ -217,6 +217,28 @@ def test_spike_sync(): assert_almost_equal(spk.spike_sync(spikes1, spikes2), 0.4, decimal=16) + spikes1 = SpikeTrain([1.0, 2.0, 4.0], 4.0) + spikes2 = SpikeTrain([3.8], 4.0) + spikes3 = SpikeTrain([3.9, ], 4.0) + + expected_x = np.array([0.0, 1.0, 2.0, 3.8, 4.0, 4.0]) + expected_y = np.array([0.0, 0.0, 0.0, 1.0, 1.0, 1.0]) + + f = spk.spike_sync_profile(spikes1, spikes2) + + assert_array_almost_equal(f.x, expected_x, decimal=16) + assert_array_almost_equal(f.y, expected_y, decimal=16) + + f2 = spk.spike_sync_profile(spikes2, spikes3) + + i1 = f.integral() + i2 = f2.integral() + f.add(f2) + i12 = f.integral() + + assert_equal(i1[0]+i2[0], i12[0]) + assert_equal(i1[1]+i2[1], i12[1]) + def check_multi_profile(profile_func, profile_func_multi, dist_func_multi): # generate spike trains: @@ -313,6 +335,17 @@ def test_multi_spike_sync(): assert_equal(np.sum(f.y[1:-1]), 39932) assert_equal(np.sum(f.mp[1:-1]), 85554) + # example with 2 empty spike trains + sts = [] + sts.append(SpikeTrain([1, 9], [0, 10])) + sts.append(SpikeTrain([1, 3], [0, 10])) + sts.append(SpikeTrain([], [0, 10])) + sts.append(SpikeTrain([], [0, 10])) + + assert_almost_equal(spk.spike_sync_multi(sts), 1.0/6.0, decimal=15) + assert_almost_equal(spk.spike_sync_profile_multi(sts).avrg(), 1.0/6.0, + decimal=15) + def check_dist_matrix(dist_func, dist_matrix_func): # generate spike trains: diff --git a/test/test_save_load.py b/test/test_save_load.py new file mode 100644 index 0000000..33249b3 --- /dev/null +++ b/test/test_save_load.py @@ -0,0 +1,42 @@ +""" test_save_load.py + +Tests saving and loading of spike trains + +Copyright 2016, Mario Mulansky <mario.mulansky@gmx.net> + +Distributed under the BSD License + +""" + +from __future__ import print_function +from numpy.testing import assert_array_equal + +import tempfile +import os.path + +import pyspike as spk + + +def test_save_load(): + file_name = os.path.join(tempfile.mkdtemp(prefix='pyspike_'), + "save_load.txt") + + N = 10 + # generate some spike trains + spike_trains = [] + for n in range(N): + spike_trains.append(spk.generate_poisson_spikes(1.0, [0, 100])) + + # save them into txt file + spk.save_spike_trains_to_txt(spike_trains, file_name, precision=17) + + # load again + spike_trains_loaded = spk.load_spike_trains_from_txt(file_name, [0, 100]) + + for n in range(N): + assert_array_equal(spike_trains[n].spikes, + spike_trains_loaded[n].spikes) + + +if __name__ == "__main__": + test_save_load() diff --git a/test/test_spikes.py b/test/test_spikes.py index 609a819..bcface2 100644 --- a/test/test_spikes.py +++ b/test/test_spikes.py @@ -17,6 +17,10 @@ import os TEST_PATH = os.path.dirname(os.path.realpath(__file__)) TEST_DATA = os.path.join(TEST_PATH, "PySpike_testdata.txt") +TIME_SERIES_DATA = os.path.join(TEST_PATH, "time_series.txt") +TIME_SERIES_SPIKES = os.path.join(TEST_PATH, "time_series_spike_trains.txt") + + def test_load_from_txt(): spike_trains = spk.load_spike_trains_from_txt(TEST_DATA, edges=(0, 4000)) assert len(spike_trains) == 40 @@ -33,6 +37,21 @@ def test_load_from_txt(): assert spike_train.t_end == 4000 +def test_load_time_series(): + spike_trains = spk.import_spike_trains_from_time_series(TIME_SERIES_DATA, + start_time=0, + time_bin=1) + assert len(spike_trains) == 40 + spike_trains_check = spk.load_spike_trains_from_txt(TIME_SERIES_SPIKES, + edges=(0, 4000)) + + # check spike trains + for n in range(len(spike_trains)): + assert_equal(spike_trains[n].spikes, spike_trains_check[n].spikes) + assert_equal(spike_trains[n].t_start, 0) + assert_equal(spike_trains[n].t_end, 4000) + + def check_merged_spikes(merged_spikes, spike_trains): # create a flat array with all spike events all_spikes = np.array([]) diff --git a/test/time_series.txt b/test/time_series.txt new file mode 100644 index 0000000..0116c97 --- /dev/null +++ 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